TY - BOOK ID - 134009703 TI - Numerical Computation, Data Analysis and Software in Mathematics and Engineering PY - 2022 PB - Basel MDPI - Multidisciplinary Digital Publishing Institute DB - UniCat KW - Information technology industries KW - cold-roll forming KW - longitudinal strain KW - cubic spline function KW - cumulative chord KW - elastic–plastic problem KW - complex variable meshless method KW - interpolating shape function KW - singular weight function KW - complete basis function KW - mathematical model KW - leased price KW - total leased area KW - data analysis KW - residential land KW - Beijing KW - meshless method KW - dimension splitting–interpolating moving least squares (DS-IMLS) method KW - improved interpolating element-free Galerkin (IEFG) method KW - potential problem KW - traffic flow KW - two-dimensional lattice hydrodynamic model KW - driver’s predictive effect KW - finite element method KW - alkali-activated slag ceramsite compound insulation block KW - ANSYS CFX KW - thermal and mechanical performances KW - indoor thermal environment KW - dimension splitting method KW - dimension splitting generalized interpolating element-free Galerkin method KW - convection–diffusion–reaction problem KW - deep learning KW - hydrogel network KW - mechanical property KW - convolutional neural network KW - self-avoiding walk KW - personnel health monitoring KW - construction site management KW - smart helmet KW - infrared temperature measurement KW - temperature error compensation KW - BP neural network KW - COVID-19 KW - peridynamics KW - dual-horizon KW - crack propagation KW - variable horizon KW - multi-grid KW - car-following model KW - visual angle model KW - electronic throttle angle KW - stability analysis KW - heavy haul KW - railway tunnel KW - basement structure KW - dynamic response characteristics KW - defects KW - the lattice hydrodynamic model KW - control signal KW - strong wind KW - optimal estimation of flux difference integral KW - improved element-free Galerkin method KW - Helmholtz equation KW - penalty method KW - improved moving least-squares approximation KW - n/a KW - elastic-plastic problem KW - dimension splitting-interpolating moving least squares (DS-IMLS) method KW - driver's predictive effect KW - convection-diffusion-reaction problem UR - https://www.unicat.be/uniCat?func=search&query=sysid:134009703 AB - The present book contains 14 articles that were accepted for publication in the Special Issue “Numerical Computation, Data Analysis and Software in Mathematics and Engineering” of the MDPI journal Mathematics. The topics of these articles include the aspects of the meshless method, numerical simulation, mathematical models, deep learning and data analysis. Meshless methods, such as the improved element-free Galerkin method, the dimension-splitting, interpolating, moving, least-squares method, the dimension-splitting, generalized, interpolating, element-free Galerkin method and the improved interpolating, complex variable, element-free Galerkin method, are presented. Some complicated problems, such as tge cold roll-forming process, ceramsite compound insulation block, crack propagation and heavy-haul railway tunnel with defects, are numerically analyzed. Mathematical models, such as the lattice hydrodynamic model, extended car-following model and smart helmet-based PLS-BPNN error compensation model, are proposed. The use of the deep learning approach to predict the mechanical properties of single-network hydrogel is presented, and data analysis for land leasing is discussed. This book will be interesting and useful for those working in the meshless method, numerical simulation, mathematical model, deep learning and data analysis fields. ER -